| Teaching machines to read and comprehend KM Hermann, T Kocisky, E Grefenstette, L Espeholt, W Kay, M Suleyman, ... Advances in neural information processing systems 28, 1693-1701, 2015 | 1948 | 2015 |
| Hybrid computing using a neural network with dynamic external memory A Graves, G Wayne, M Reynolds, T Harley, I Danihelka, ... Nature 538 (7626), 471-476, 2016 | 1070 | 2016 |
| Reasoning about entailment with neural attention T Rocktäschel, E Grefenstette, KM Hermann, T Kočiský, P Blunsom arXiv preprint arXiv:1509.06664, 2015 | 636 | 2015 |
| Deep learning for answer sentence selection L Yu, KM Hermann, P Blunsom, S Pulman arXiv preprint arXiv:1412.1632, 2014 | 388 | 2014 |
| Multilingual models for compositional distributed semantics KM Hermann, P Blunsom arXiv preprint arXiv:1404.4641, 2014 | 303 | 2014 |
| Learning to transduce with unbounded memory E Grefenstette, KM Hermann, M Suleyman, P Blunsom Advances in neural information processing systems 28, 1828-1836, 2015 | 242 | 2015 |
| Latent predictor networks for code generation W Ling, E Grefenstette, KM Hermann, T Kočiský, A Senior, F Wang, ... arXiv preprint arXiv:1603.06744, 2016 | 214 | 2016 |
| The narrativeqa reading comprehension challenge T Kočiský, J Schwarz, P Blunsom, C Dyer, KM Hermann, G Melis, ... Transactions of the Association for Computational Linguistics 6, 317-328, 2018 | 210 | 2018 |
| The role of syntax in vector space models of compositional semantics KM Hermann, P Blunsom Association for Computational Linguistics, 2013 | 175 | 2013 |
| Multilingual distributed representations without word alignment KM Hermann, P Blunsom arXiv preprint arXiv:1312.6173, 2013 | 168 | 2013 |
| Learning to navigate in cities without a map P Mirowski, M Grimes, M Malinowski, KM Hermann, K Anderson, ... Advances in Neural Information Processing Systems 31, 2419-2430, 2018 | 135 | 2018 |
| Grounded language learning in a simulated 3d world KM Hermann, F Hill, S Green, F Wang, R Faulkner, H Soyer, D Szepesvari, ... arXiv preprint arXiv:1706.06551, 2017 | 129 | 2017 |
| Semantics-Based Machine Translation with Hyperedge Replacement Grammars B JONES, J ANDREAS, D BAUER, KM HERMANN, K KNIGHT COLING, 2012 | 128 | 2012 |
| Semantic frame identification with distributed word representations KM Hermann, D Das, J Weston, K Ganchev | 116 | 2014 |
| Learning bilingual word representations by marginalizing alignments T Kočiský, KM Hermann, P Blunsom arXiv preprint arXiv:1405.0947, 2014 | 91 | 2014 |
| Emergence of linguistic communication from referential games with symbolic and pixel input A Lazaridou, KM Hermann, K Tuyls, S Clark arXiv preprint arXiv:1804.03984, 2018 | 90 | 2018 |
| Parsing graphs with hyperedge replacement grammars D Chiang, J Andreas, D Bauer, KM Hermann, B Jones, K Knight Proceedings of the 51st Annual Meeting of the Association for Computational …, 2013 | 88 | 2013 |
| Semantic parsing with semi-supervised sequential autoencoders T Kočiský, G Melis, E Grefenstette, C Dyer, W Ling, P Blunsom, ... arXiv preprint arXiv:1609.09315, 2016 | 70 | 2016 |
| Hyperbolic attention networks C Gulcehre, M Denil, M Malinowski, A Razavi, R Pascanu, KM Hermann, ... arXiv preprint arXiv:1805.09786, 2018 | 59 | 2018 |
| A deep architecture for semantic parsing P Blunsom, N de Freitas, E Grefenstette, KM Hermann Proceedings of the ACL 2014 Workshop on Semantic Parsing, 2014 | 56* | 2014 |
Phil BlunsomDeepMind and Oxford UniversityVerified email at cs.ox.ac.uk
